Based on number of genes and samples, the dynamics of equine gene expressions have not been characterized to this extension before.
To sample efficiently the dynamics of a system with many degrees of freedom or along large time scales, coarse-graining by bundling degrees of freedom into pseudo-atoms is a commonly used technique.
These 2-3 time points were collected at 5, 10, 15, 30, 45 or 60 min post injection, in order to adequately sample the metabolites dynamics.
Furthermore, a single simulation run suffers from insufficient sampling of the dynamics of interest leading to inconclusive results, hence the need for faster sampling approaches to acquire adequate statistics.
Sample trajectory, showing the dynamics of the solution (black line) and the two limits for (s=0) (red) and (s=1) (blue).
One sample trajectory, showing the dynamics of the solution (black line) and the four limits for (e=0) (red), (e=1) (yellow), (e=2) (blue) and (e=3) (green).
For example, interest rates experienced a large degree of volatility during the last years of our sample, possibly affecting the dynamics of output.
It is possible that some of the instances are not present in the temporal expression profile because of its small size sample and/or by the dynamics of the system, i.e., the transition functions.
All sampling to date has generally been descriptive; the lack of standardized time-series sampling to understand the dynamics of abundance and distribution of most groups, as well as the lack of experimental manipulations, has made comparisons of patterns of diversity among different habitats (e.g. slope, seamount, canyons, etc).
Another limiting factor is the imaging speed, which must be faster than the sample dynamics to enable the reconstruction of statistically confirmed super-resolved images.
